Detecting real estate vacancies using satellite imagery
A computer-implemented method for detecting real estate vacancies using satellite imagery is described. The method is implemented using a computing device in communication with a memory. The method includes receiving, by the computing device, a first location identifier that identifies a first real property location. The method additionally includes retrieving, by the computing device, a first satellite image of the first real property location. Additionally, the method includes retrieving, by the computing device, a second satellite image of the first real property location. The method additionally includes generating, by the computing device, a compound image of the first real property location by overlaying the second satellite image over the first satellite image. Additionally, the method includes providing the compound image to a user interface, wherein the compound image provides an indication of one or more vacant portions of the first real property location.
1. A computing device for detecting real estate vacancies using at least satellite imagery, the computing device comprising a processor coupled to a memory, said computing device configured to:
receive a location identifier that identifies a real property location;
retrieve a plurality of satellite images of the real property location;
determine an amount of solar energy absorbed by the real property location during a time period based on the plurality of satellite images, wherein the amount of solar energy absorbed by the real property location is determined by multiplying a solar irradiance received by the real property location by a surface area of the real property location and by the time period;
determine a change in vacancies based on the amount of solar energy absorbed by the real property location; and
provide an indication of the change in vacancies associated with the real property location, and vacancy information to a user interface, wherein the vacancy information provides an indication of one or more vacant portions of the real property location.
2. The computing device of claim 1 , wherein the computing device is further configured to:
retrieve historical transaction data associated with at least one merchant located in the real property location; and
determine whether vacancy information indicated by the change in vacancies is consistent with the historical transaction data.
3. The computing device of claim 1 , wherein the plurality of satellite images include data corresponding to at least one of atmospheric conditions, a time of day, a geographic location of the real property location, and a reflectivity of at least one surface of the real property location.
4. The computing device of claim 1 , wherein the computing device is further configured to determine the amount of solar irradiance absorbed by the real property location using a solar irradiance model.
5. The computing device of claim 1 , wherein the computing device is further configured to factor in the determination of the amount of solar energy absorbed by the real property location into a determination of whether infrared energy emitted from the real property location is greater or less than a predefined numeric value for a location that is not internally heated or cooled.
6. The computing device of claim 1 , wherein the computing device is further configured to:
receive a location identifier that identifies a geographic area including a real property location;
retrieve a plurality of satellite images of the geographic area;
generate a time-lapse video of the geographic area based on the plurality of satellite images, wherein the time-lapse video indicates a trend in vacancies associated with the geographic area;
determine a change in vacancies based on the trend in vacancies associated with the geographic area; and
provide an indication of the change in vacancies associated with the geographic area, and the trend in vacancies to a user interface, wherein the trend in vacancies provides an indication of one or more vacant portions of the geographic area.
7. The computing device of claim 6 , wherein the computing device is further configured to indicate that the trend is increasing, decreasing, or constant.
8. A computer-implemented method for detecting real estate vacancies using at least satellite imagery, said method implemented using a computing device in communication with a memory, said method comprising:
receiving a location identifier that identifies a real property location;
retrieving a plurality of satellite images of the real property location;
determining an amount of solar energy absorbed by the real property location during a time period based on the plurality of satellite images, wherein the amount of solar energy absorbed by the real property location is determined by multiplying a solar irradiance received by the real property location by a surface area of the real property location and by the time period;
determining a change in vacancies based on the amount of solar energy absorbed by the real property location; and
providing an indication of the change in vacancies associated with the real property location, and vacancy information to a user interface, wherein the vacancy information provides an indication of one or more vacant portions of the real property location.
9. The method of claim 8 further comprising:
retrieving historical transaction data associated with at least one merchant located in the real property location; and
determining whether vacancy information indicated by the change in vacancies is consistent with the historical transaction data.
10. The method of claim 8 , wherein the plurality of satellite images include data corresponding to at least one of atmospheric conditions, a time of day, a geographic location of the real property location, and a reflectivity of at least one surface of the real property location.
11. The method of claim 8 further comprising determining the amount of solar irradiance absorbed by the real property location using a solar irradiance model.
12. The method of claim 8 further comprising factoring in the determination of the amount of solar energy absorbed by the real property location into a determination of whether infrared energy emitted from the real property location is greater or less than a predefined numeric value for a location that is not internally heated or cooled.
13. The method of claim 8 further comprising:
receiving a location identifier that identifies a geographic area including a real property location;
retrieving a plurality of satellite images of the geographic area;
generating a time-lapse video of the geographic area based on the plurality of satellite images, wherein the time-lapse video indicates a trend in vacancies associated with the geographic area;
determining a change in vacancies based on the trend in vacancies associated with the geographic area; and
providing an indication of the change in vacancies associated with the geographic area, and the trend in vacancies to a user interface, wherein the trend in vacancies provides an indication of one or more vacant portions of the geographic area.
14. The method of claim 13 further comprising indicating that the trend is increasing, decreasing, or constant.
15. A non-transitory computer-readable storage medium having computer-executable instructions embodied thereon, wherein when executed by a computing device having at least one processor coupled to a memory, the computer-executable instructions cause the computing device to:
receive a location identifier that identifies a real property location;
retrieve a plurality of satellite images of the real property location;
determine an amount of solar energy absorbed by the real property location during a time period based on the plurality of satellite images, wherein the amount of solar energy absorbed by the real property location is determined by multiplying a solar irradiance received by the real property location by a surface area of the real property location and by the time period;
determine a change in vacancies based on the amount of solar energy absorbed by the real property location; and
provide an indication of the change in vacancies associated with the real property location, and vacancy information to a user interface, wherein the vacancy information provides an indication of one or more vacant portions of the real property location.
16. The computer-executable instructions of claim 15 further cause the computing device to:
retrieve historical transaction data associated with at least one merchant located in the real property location; and
determine whether vacancy information indicated by the change in vacancies is consistent with the historical transaction data.
17. The computer-executable instructions of claim 15 , wherein the plurality of satellite images include data corresponding to at least one of atmospheric conditions, a time of day, a geographic location of the real property location, and a reflectivity of at least one surface of the real property location.
18. The computer-executable instructions of claim 15 further cause the computing device to:
receive a location identifier that identifies a geographic area including a real property location;
retrieve a plurality of satellite images of the geographic area;
generate a time-lapse video of the geographic area based on the plurality of satellite images, wherein the time-lapse video indicates a trend in vacancies associated with the geographic area;
determine a change in vacancies based on the trend in vacancies associated with the geographic area; and
provide an indication of the change in vacancies associated with the geographic area, and the trend in vacancies to a user interface, wherein the trend in vacancies provides an indication of one or more vacant portions of the geographic area.